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    Calibrated Short-Range Ensemble Precipitation Forecasts Using Extended Logistic Regression with Interaction Terms 

    Source: Weather and Forecasting:;2012:;volume( 028 ):;issue: 002:;page 515
    Author(s): Ben Bouallègue, Zied
    Publisher: American Meteorological Society
    Abstract: xtended logistic regression has been shown to be a method well suited to calibrating precipitation forecasts from medium-range ensemble prediction systems. The extension of the logistic regression unifies the separate ...
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    Generation of Scenarios from Calibrated Ensemble Forecasts with a Dual-Ensemble Copula-Coupling Approach 

    Source: Monthly Weather Review:;2016:;volume( 144 ):;issue: 012:;page 4737
    Author(s): Ben Bouallègue, Zied; Heppelmann, Tobias; Theis, Susanne E.; Pinson, Pierre
    Publisher: American Meteorological Society
    Abstract: robabilistic forecasts in the form of ensembles of scenarios are required for complex decision-making processes. Ensemble forecasting systems provide such products but the spatiotemporal structures of the forecast uncertainty ...
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    Statistical Postprocessing for Weather Forecasts: Review, Challenges, and Avenues in a Big Data World 

    Source: Bulletin of the American Meteorological Society:;2021:;volume( 102 ):;issue: 003
    Author(s): Vannitsem, Stéphane;Bremnes, John Bjørnar;Demaeyer, Jonathan;Evans, Gavin R.;Flowerdew, Jonathan;Hemri, Stephan;Lerch, Sebastian;Roberts, Nigel;Theis, Susanne;Atencia, Aitor;Ben Bouallègue, Zied;Bhend, Jonas;Dabernig, Markus;De Cruz, Lesley;Hieta, Leila;M
    Publisher: American Meteorological Society
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    The Rise of Data-Driven Weather Forecasting: A First Statistical Assessment of Machine Learning–Based Weather Forecasts in an Operational-Like Context 

    Source: Bulletin of the American Meteorological Society:;2024:;volume( 105 ):;issue: 006:;page E864
    Author(s): Ben Bouallègue, Zied; Clare, Mariana C. A.; Magnusson, Linus; Gascón, Estibaliz; Maier-Gerber, Michael; Janoušek, Martin; Rodwell, Mark; Pinault, Florian; Dramsch, Jesper S.; Lang, Simon T. K.; Raoult, Baudouin; Rabier, Florence; Chevallier, Matthieu; San
    Publisher: American Meteorological Society
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